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Contrasting Case-Control and Normative Reference Approaches to Capture Clinically Relevant Structural Brain
Natalie Remiszewski1, James Edward Bryant1, Saige E Rutherford2
1Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham.
JAMA Psychiatry
|September 28, 2022
Summary
This study found that deviations from normal brain volumes, not just raw volumes, better predict antipsychotic treatment response in first-episode psychosis (FEP). Normative modeling captures individual differences for precision psychiatry.
Area of Science:
- Neuroscience
- Psychiatry
- Radiology
Background:
- Precision psychiatry requires understanding individual variations within biological norms, moving beyond traditional case-control studies.
- Subcortical brain volume deviations may offer a more nuanced view of pathology than raw volumes in first-episode psychosis (FEP).
Purpose of the Study:
- To assess if baseline deviations from normative subcortical volumes predict antipsychotic treatment response in FEP patients.
- To compare the predictive power of volume deviations versus raw volumes for treatment response in antipsychotic-naive FEP patients.
Main Methods:
- A prospective longitudinal study involving 98 antipsychotic-naive FEP patients and 92 controls.
- Patients received 16 weeks of risperidone or aripiprazole treatment.
- Baseline subcortical volumes and deviations from normative ranges were quantified.
Main Results:
- Patients with FEP showed lower raw volumes in several subcortical regions including the thalamus, hippocampus, amygdala, ventral diencephalon, and brainstem.
- 36% of FEP patients exhibited extreme volume deviations.
- Predictive associations with treatment response differed significantly between raw volume and deviation measures for the caudate and putamen.
Conclusions:
- Normative modeling effectively captures interindividual heterogeneity in brain volumes for FEP patients.
- Characterizing structural brain pathology via normative deviations shows promise for advancing precision medicine in psychiatry.
- This approach offers a clinically relevant way to map structural pathology, overcoming limitations of group-level studies.
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